Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 34th cycle (2018-2021)
Ph.D. obtained in 2022
Dissertation:
Advanced methods and deep learning for video and satellite data compression (Abstract)
Tutors:
Enrico Magli Tiziano Bianchi
Research presentation:
Video presentationProfile
Research topic
Video Compression using Deep Neural Networks
Research interests
Biography
I am a PhD of the 34th cycle in the Department of Electrics, Electtronics and Telecommunications. The field of my research is Image and Video processing, and in particular I am developing a Video Compression algorithm based on Deep Neural Networks in the scope of a project powered by Rai dedicated to the development of new techniques for video coding. This work is being carried on under the Supervision of professors Enrico Magli, Tiziano Bianchi and Diego Valsesia of the Image Processing Lab inside Politecnico di Torino and with the collaboration of the interdepartmental center Smart Data.
I received a Master Degree in the Communications And Computer Networks Engineering in 2017 with a grade of 108/110 after a thesis period in the Sony Stuttgart Technology EuTEC Research Center with a work with the title “Multispectral Neural Networks using Neural Network”.
After graduation I collaborated for 8 months with the project EO-ALERT – “Next Generation Satellite Processing Chain for Rapid Civil Alerts” as a member of the Image Processing Lab. During this period I worked at implementing a compression algorithm for optical and SAR images on-board of satellites.
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Prette, Nicola (2022)
Advanced methods and deep learning for video and satellite data compression. relatore: MAGLI, ENRICO; BIANCHI, TIZIANO; , 34. XXXIV Ciclo, P.: 109
Doctoral Thesis - Cilia, Martina; Prette, Nicola; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico (2022)
Deep Learning Methods for Satellite Compressive Imaging. In: OBPDC2022 - 8th International Workshop on OnBoard Payload Data Compression, Athens, Greece, 28-30 September 2022, pp. 1-8
Contributo in Atti di Convegno (Proceeding) - Prette, Nicola; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico; Naccari, Matteo; ... (2022)
Deep motion‐compensation enhancement in video compression. In: ELECTRONICS LETTERS. ISSN 0013-5194
Contributo su Rivista - Prette, N.; Valsesia, D.; Bianchi, T. (2021)
Deep Multiframe Enhancement for Motion Prediction in Video Compression. In: 28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021, Dubai, United Arab Emirates, 28 Nov.-1 Dec. 2021, pp. 1-6. ISBN: 978-1-7281-8281-0
Contributo in Atti di Convegno (Proceeding) - Cilia, Martina; Prette, Nicola; Magli, Enrico; Sang, Bernhard; Pieraccini, Stefano (2020)
Onboard Data Reduction for Multispectral and Hyperspectral Images via Cloud Screening. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Hawaii, USA, 26 Sept.-2 Oct. 2020, pp. 6230-6233. ISBN: 978-1-7281-6375-8
Contributo in Atti di Convegno (Proceeding) - Prette, Nicola; Magli, Enrico; Bianchi, Tiziano (2019)
Using CCSDS image compression standard for SAR raw data compression in the H2020 EO-ALERT project. In: 2019 European Workshop on On-board Data Processing, Noordwijk, The Netherlands, Feb. 2019, pp. 1-5
Contributo in Atti di Convegno (Proceeding)